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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Tantithamthavorn, C. Teekavanich, R. Ihara, A. Matsumoto, K.-I. |
| Copyright Year | 2013 |
| Description | Author affiliation: Dept. of Comput. Eng., Kasetsart Univ., Bangkok, Thailand (Teekavanich, R.) || Grad. Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Nara, Japan (Tantithamthavorn, C.; Ihara, A.; Matsumoto, K.-I.) |
| Abstract | In this study, we proposed an approach to mine a change history to improve the bug localization performance. The key idea is that a recently fixed file may be fixed in the near future. We used a combination of textual feature and mining the change history to recommend source code files that are likely to be fixed for a given bug report. First, we adopted the Vector Space Model (VSM) to find relevant source code files that are textually similar to the bug report. Second, we analyzed the change history to identify previously fixed files. We then estimated the fault proneness of these files. Finally, we combined the two scores, from textual similarity and fault proneness, for every source code file. We then recommend developers examine source code files with higher scores. We evaluated our approach based on 1,212 bug reports from the Eclipse Platform and Eclipse JDT. The experimental results show that our proposed approach can improve the bug localization performance and effectively identify buggy files. |
| Starting Page | 108 |
| Ending Page | 113 |
| File Size | 461892 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781479925520 |
| DOI | 10.1109/ISSREW.2013.6688888 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-11-04 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Bug Localization Accuracy Computer bugs Vectors Mining Change History Information Retrieval History Mathematical model Indexes Equations Software Debugging |
| Content Type | Text |
| Resource Type | Article |
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